Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 1.095051 1.329187 1.628325 2.050409 2.651851 3.515556 4.930779
2025-05-18 0.793679 1.054951 1.440910 2.095850 3.290299 5.691045 12.256603
2025-05-25 0.652669 0.919813 1.354997 2.201427 4.100321 9.463973 40.002020
2025-06-01 0.550958 0.806492 1.250888 2.203786 4.722512 14.553247 194.732251
2025-06-08 0.471193 0.707157 1.135946 2.120749 5.070593 20.489332 4762.322633
2025-06-15 0.429482 0.662765 1.108400 2.218813 6.123966 38.459493 NaN
2025-06-22 0.389279 0.612776 1.055469 2.228591 6.933333 70.371029 NaN
2025-06-29 0.351840 0.561509 0.987498 2.167676 7.404371 122.531802 NaN
2025-07-06 0.322509 0.521274 0.934789 2.130119 8.004615 260.406174 NaN
2025-07-13 0.310884 0.513536 0.952847 2.323417 10.544408 7479.445221 NaN
2025-07-20 0.296097 0.497171 0.946960 2.437688 13.090250 NaN NaN
2025-07-27 0.277628 0.470810 0.911348 2.428187 14.646502 NaN NaN
2025-08-03 0.257197 0.438662 0.857117 2.330656 15.116929 NaN NaN
2025-08-10 0.244912 0.422574 0.841699 2.388278 18.221806 NaN NaN
2025-08-17 0.236185 0.413082 0.841809 2.516642 23.969768 NaN NaN
2025-08-24 0.224373 0.395502 0.816807 2.519583 27.807325 NaN NaN
2025-08-31 0.210813 0.372780 0.774080 2.418927 28.477838 NaN NaN
2025-09-07 0.204503 0.365727 0.774447 2.537850 38.675575 NaN NaN
2025-09-14 0.195988 0.352834 0.755886 2.549734 46.349805 NaN NaN
2025-09-21 0.186222 0.336263 0.724214 2.475777 49.111673 NaN NaN
2025-09-28 0.177911 0.322454 0.699071 2.430271 54.112717 NaN NaN
2025-10-05 0.176028 0.323472 0.718808 2.665228 99.835238 NaN NaN
2025-10-12 0.172122 0.319320 0.721963 2.804984 170.678216 NaN NaN